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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "I am so sick of …" 239 comments · Page 5 of 10
This makes me sick. I have Filipino, Indonesian and Ethiopian friends who all worked hard to get their citizenship!! And then Indians are invading at an alarming rate, ruining everything they touch.
This makes me sick. I have Filipino, Indonesian and Ethiopian friends who all worked hard to get their citizenship!! And then Indians are invading at an alarming rate, ruining everything they touch.
Identity Attack0.53446084
Insult0.42567953
Profanity0.15459715
Threat0.025098583
Severe Toxicity0.023076924
Moderate 0.4838166 Constructive 0.548 Identity Attack
Oct 5, 2025 IRCC Names India in Study …
Canadian here. We're sick of these invaders. Yeet the Jeets!
Canadian here. We're sick of these invaders. Yeet the Jeets!
Identity Attack0.45610145
Insult0.48627716
Profanity0.094219476
Threat0.019228047
Severe Toxicity0.023076924
Moderate 0.48141238 Moderate Con 0.351 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
The immigrant problem in my home country of Canada makes me sick
The immigrant problem in my home country of Canada makes me sick
Identity Attack0.5203519
Insult0.40243408
Profanity0.108590275
Threat0.010628296
Severe Toxicity0.023076924
Moderate 0.48141238 Moderate Con 0.384 Identity Attack Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
As an immigrant, I'm sick and exhausted of Indians, they take all the jobs and oppertunities, just wait until you work at a company with 95% Indians and you'll see how racist they are and …
As an immigrant, I'm sick and exhausted of Indians, they take all the jobs and oppertunities, just wait until you work at a company with 95% Indians and you'll see how racist they are and foreigners do all hard jobs while they rest. The liberal government has betrayed Canadians and old immigrants
Identity Attack0.55044734
Insult0.4339631
Profanity0.087430455
Threat0.011689849
Severe Toxicity0.023076924
Moderate 0.47900817 Constructive 0.55 Identity Attack Personal_Narrative
Feb 26, 2026 Inside Canada's Indian Invasion...
As a Canadian, I speak for the ones that are too scared to, we are SICK of these immigrants taking over OUR country. They need to GOOOOO
As a Canadian, I speak for the ones that are too scared to, we are SICK of these immigrants taking over OUR country. They need to GOOOOO
Identity Attack0.5135796
Insult0.45758462
Profanity0.07482228
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.47886392 Moderate Con 0.456 Identity Attack Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
Immigration in Canada declined in the last quarter. All the conservative MAGA Maples preaching Trumps hate agenda are sick.
Immigration in Canada declined in the last quarter. All the conservative MAGA Maples preaching Trumps hate agenda are sick.
Identity Attack0.18235919
Insult0.53014356
Profanity0.049928714
Threat0.008453408
Severe Toxicity0.0126394415
Moderate 0.47886392 Low Con 0.213 Insult
Jan 15, 2026 2.9 million Canadian temporary visas …
so sick of these invaders
so sick of these invaders
Identity Attack0.3895355
Insult0.46476576
Profanity0.2347036
Threat0.032695748
Severe Toxicity0.023364257
Moderate 0.47886392 Moderate Con 0.338 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
bruh i just watched your flat earth video and the alien stuff and now you upload SICK. ps i am just enjoying the silliness and real reporting
bruh i just watched your flat earth video and the alien stuff and now you upload SICK. ps i am just enjoying the silliness and real reporting
Identity Attack0.084182754
Insult0.4302003
Profanity0.20375896
Threat0.01508414
Severe Toxicity0.023076924
Moderate 0.47772613 Low Con 0.224
Jan 27, 2026 Inside Canada's Indian Invasion...
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
and 1 more reason out of a million why trump sick of canada but Canadian are so braindead they cant even understand that.. they claim everything bad happening in canada are caused by trump ...
Identity Attack0.44690517
Insult0.5101222
Profanity0.05017922
Threat0.009463178
Severe Toxicity0.020644438
Moderate 0.47772613 Low Con 0.183 Insult Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Palestinians are sick of immigration.
Palestinians are sick of immigration.
Identity Attack0.5135796
Insult0.37619758
Profanity0.2253223
Threat0.010835429
Severe Toxicity0.023076924
Moderate 0.47473195 Low Con 0.248 Identity Attack Comparative_Framing
Sep 14, 2025 Why Canadians Are Turning Against …
I am sick of the Liberals - the lies, the corruption, the laziness, the abuse - they have destroyed this Country. I am embarrased as a Canadian that "this" is the current state of our …
I am sick of the Liberals - the lies, the corruption, the laziness, the abuse - they have destroyed this Country. I am embarrased as a Canadian that "this" is the current state of our country. Ppl who were born in the country, grew up, fought for this country are fast becoming the minority and we are expected to sit back, shut up and take it. I think NOT!
Identity Attack0.28034934
Insult0.5129801
Profanity0.0715894
Threat0.01750142
Severe Toxicity0.017481172
Moderate 0.47119883 Constructive 0.551 Insult Fear_Threat
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
everyone sick of indian fatigue
everyone sick of indian fatigue
Identity Attack0.50515604
Insult0.37846634
Profanity0.2317999
Threat0.01750142
Severe Toxicity0.030523606
Moderate 0.47119883 Low Con 0.265 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
THANK YOU FOR DOING THIS!!!! SO SICK OF THIS
THANK YOU FOR DOING THIS!!!! SO SICK OF THIS
Identity Attack0.020781586
Insult0.36798462
Profanity0.17706433
Threat0.01750142
Severe Toxicity0.023076924
Moderate 0.47119883 Moderate Con 0.398 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology …
Zionist belive in Goyem ideology, Brahmins and hindu hindian sects come from Jewish blood 🩸line, one belives they are superior rest of the humans are animals, when they moved to india theh adopted pagan ideology witn extreme castiesm Thats why theh both control the most of the place, Because castiesm is one of tge dangerous ideology world didn't experience except hindu 🕉️ hindians As they are every parts of the world now people realise and see its effects and though not surprising for good few 🇮🇳s, it has destroyed community, spread hatred, thats the ideology these RSS wants , casteism brings extreme selfishness, corruption and its affects are seen all around the world , in canada🇨🇦 Do anything for money why care about others, no rules, upper caste are chosen by God, most hindu hindian follow these and even if they are not from upper caste. Extreme pride, attitude, show off, tired of it sick🤢🤢🤢🤢🤢 sickening
Identity Attack0.54151535
Insult0.45758462
Profanity0.32658687
Threat0.16067244
Severe Toxicity0.35368225
Moderate 0.47119883 Constructive 0.51 Identity Attack Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
Sick what this corrupt government has done
Sick what this corrupt government has done
Identity Attack0.10221587
Insult0.5130944
Profanity0.15812257
Threat0.00967031
Severe Toxicity0.014253352
Moderate 0.47119883 Low Con 0.227 Insult Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
You liberal and ndp voters are to blame for this. Make me sick.
You liberal and ndp voters are to blame for this. Make me sick.
Identity Attack0.11396073
Insult0.48399165
Profanity0.049928714
Threat0.029415153
Severe Toxicity0.013091337
Moderate 0.46186632 Low Con 0.292
Jun 19, 2025 3 likes How Canada broke its immigration …
THIS IS JUST DISGUSTING AND A NATIONAL DISGRACE....WHY DOES ''OUR'' GOVERNMEWNT DO THIS WITH ''OUR;'' HARD EARNED MONEY ? I'M SICK OF IT AND WON'T TAKE IT ANYMORE.WE NEED TO STICK TOGETHER ON THIS AND …
THIS IS JUST DISGUSTING AND A NATIONAL DISGRACE....WHY DOES ''OUR'' GOVERNMEWNT DO THIS WITH ''OUR;'' HARD EARNED MONEY ? I'M SICK OF IT AND WON'T TAKE IT ANYMORE.WE NEED TO STICK TOGETHER ON THIS AND FIGHT.
Identity Attack0.10221587
Insult0.39743927
Profanity0.2395431
Threat0.061736204
Severe Toxicity0.023082556
Moderate 0.45761138 Moderate Con 0.396
Aug 20, 2018 How much do refugees and …
The fraudulent Indian student visa scam and the Indian super visa have brought hundreds of thousands of people into this country. This fraud MUST STOP. I am sick of it.
The fraudulent Indian student visa scam and the Indian super visa have brought hundreds of thousands of people into this country. This fraud MUST STOP. I am sick of it.
Identity Attack0.46028158
Insult0.43158367
Profanity0.09098661
Threat0.010628296
Severe Toxicity0.023076924
Moderate 0.4575469 Moderate Con 0.46 Unverified_Claim
Sep 28, 2025 1 likes IRCC Names India in Study …
Canadians are sick of them
Canadians are sick of them
Identity Attack0.46614665
Insult0.40420914
Profanity0.17752954
Threat0.009722093
Severe Toxicity0.023076924
Moderate 0.45751464 Low Con 0.296 Identity_Assertion
Feb 6, 2026 Inside Canada's Indian Invasion...
It me so sick. People that have never paid taxes getting our benefits. It’s all nuts. I will never vote liberal
It me so sick. People that have never paid taxes getting our benefits. It’s all nuts. I will never vote liberal
Identity Attack0.11744241
Insult0.48627716
Profanity0.14490221
Threat0.00967031
Severe Toxicity0.014705247
Moderate 0.4574824 Moderate Con 0.378 Economic_Argument
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Most canadians are sick of the immigration. We want them gone. "International students" are destroying our our country.
Most canadians are sick of the immigration. We want them gone. "International students" are destroying our our country.
Identity Attack0.48949075
Insult0.42367843
Profanity0.055940874
Threat0.023026628
Severe Toxicity0.021290002
Moderate 0.45703048 Moderate Con 0.371
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Indian HRs only hire Indians!!! That is the reality. You do not believe me?, you think I am exaggerating? Just check how many Indian international students are working in the security industry and the majority …
Indian HRs only hire Indians!!! That is the reality. You do not believe me?, you think I am exaggerating? Just check how many Indian international students are working in the security industry and the majority of them do not last because they take those jobs from Canadians while they find a job in their area of study to get the PR!!!! SO SICK OF THIS SITUATION!!!
Identity Attack0.46614665
Insult0.40243408
Profanity0.07126612
Threat0.010369381
Severe Toxicity0.023076924
Moderate 0.45549932 Constructive 0.539 Unverified_Claim
Oct 3, 2025 5 likes IRCC Names India in Study …
Canada is now the shining city on the hill for the mooches of the world who happen to vote Liberal. Bring us you unemployable, your sick, your handicapped, your elderly and your mentally ill. The …
Canada is now the shining city on the hill for the mooches of the world who happen to vote Liberal. Bring us you unemployable, your sick, your handicapped, your elderly and your mentally ill. The able bodied Canadians will take care of them.
Identity Attack0.3857254
Insult0.47384647
Profanity0.038655918
Threat0.0130621
Severe Toxicity0.023076924
Moderate 0.45090583 Low Con 0.231
Jun 19, 2025 How Canada broke its immigration …
Sikh made Canada sick
Sikh made Canada sick
Identity Attack0.47178617
Insult0.43450394
Profanity0.22693542
Threat0.043309137
Severe Toxicity0.05742428
Moderate 0.44933176 Moderate Con 0.33 Unverified_Claim
Nov 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Sick rules of Canada.
Sick rules of Canada.
Identity Attack0.35624164
Insult0.48399165
Profanity0.037904397
Threat0.00756015
Severe Toxicity0.01393057
Moderate 0.44933176 Low Con 0.214 Solidarity
Feb 12, 2026 Canada's tighter immigration policy divides …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.